B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
$260,000,000,000
$260,000,000,000 -- recoverable lost orders for US and EU ecommerce (2025-09)
An estimated $260 billion in lost e-commerce orders are recoverable in the US and EU through better checkout design alone.
- Estimated via meta-analysis modeling checkout optimization improvements
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
$260,000,000,000
Unit
Currency Usd
Data Vintage
2025-09
Entity
Geography
US and EU
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
35
Freshness
95
Source
Baymard Institute
Primary
Tier B
https://www.darkroomagency.com/observatory/abandoned-cart-email ↗
Source Article
Abandoned Cart Emails: Timing & 10 Examples | Darkroom
RETENTION MARKETING
Abandoned Cart Emails: Strategy, Timing and 10 Examples That Recover Revenue
Written by Darkroom leardership
Last update: August 3, 2026
Cart abandonment is not a failure state; it is the buying process. In Baymard Institute's research, 42% of US shoppers who abandoned a cart wer…
Original Research
Baymard Institute
· Original study ↗
Methodology
Baymard Institute meta-analysis estimate
Methodology documented
Segmentation
IndustryeCommerce
RegionUS and EU
RoleAll marketers
Channelemail
Cite this stat
Plain Text
US and EU ecommerce: $260,000,000,000 recoverable lost orders. Source: Baymard Institute (2025-09). Via Lighthouse Intelligence -- https://lighthousedata.io/data/recoverable-lost-orders-260b
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<blockquote cite="https://lighthousedata.io/data/recoverable-lost-orders-260b" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>$260,000,000,000</strong> -- recoverable lost orders for US and EU ecommerce<br><small>Source: Baymard Institute (2025-09) · <a href="https://lighthousedata.io/data/recoverable-lost-orders-260b" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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